All innovations
AI / LLM Systems
Distributed AI EngineeringDistributed Multi-Agent LLM Ensemble
A systems-oriented view of AI where local agents share work, reason together, and solve harder problems without depending on a centralized cloud runtime.
anis151993.github.io/Distributed-AI/
The problem
A single model is a generalist; complex, multi-step problems need specialists that can collaborate — and cloud dependence raises cost and privacy concerns.
Our solution
A local, distributed ensemble where multiple LLM agents orchestrate, divide work, and reason together to solve complex tasks privately.
Key features & outcomes
- Local multi-agent collaboration
- Work-sharing orchestration
- Privacy-first, no central runtime
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